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Research area(s)

• Data Mining / Data Science
• Machine Learning 
• Artificial Intelligence
• Bayesian Networks
• Big Data
• Biomedical Informatics
• Eco Informatics

Grants

Project details

• Royal Society ”Incorporating temporal knowledge into models of microarray time-series” (2006)

• EPRSC “Data Integrity and Intelligent Data Analysis Techniques Applied to a Glaucoma Progression Dataset” (2010)

• NERC “A Data-Oriented Predictive Ecology Approach to Modelling Fish Communities during Regime Shifts” (2012)

• National Grid: “Statistical modelling of deterioration of overhead line conductors using Bayesian network and active learning methods” (2014)

• British Council Institutional Links Grant "A multi-dimensional environment-health risk analysis system for Kazakhstan" (2015)

• Regulators Pioneer Fund "Developing and applying datasets for the validation of algorithms, including machine learning / artificially intelligent algorithms in medical devices" (2018)

• Royal Society "Developing Deep Learning Techniques for individually identifying Tigers and other species in India from camera trap images." (2020)

• Regulators Pioneer Fund "Developing metrics that could signal significant changes in adaptive learning AI algorithms" (2021)